v1.0.alpha4
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
Data
NO COMPARISON TARGET
19643
ROWS
0
DUPLICATES
17.4 MB
RAM
37
FEATURES
15
CATEGORICAL
22
NUMERICAL
0
TEXT
var22
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
17,948
(91%)
MAX
343k
95%
184k
Q3
106k
AVG
91k
MEDIAN
85k
Q1
58k
5%
34k
MIN
0k
RANGE
343k
IQR
47,566
STD
47,524
VAR
2.3B
KURT.
4.95
SKEW
1.73
SUM
1.8B
1
cust_id
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
19,643
(100%)
MAX
119,643
95%
118,661
Q3
114,732
MEDIAN
109,822
AVG
109,822
Q1
104,912
5%
100,983
MIN
100,001
RANGE
19,642
IQR
9,821
STD
5,671
VAR
32.2M
KURT.
-1.20
SKEW
0.00
SUM
2.2B
2
var1
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
6,675
(34%)
MAX
17,321
95%
10,651
Q3
3,585
AVG
2,980
MEDIAN
1,857
Q1
536
5%
131
MIN
20
RANGE
17,301
IQR
3,048
STD
3,348
VAR
11.2M
KURT.
2.43
SKEW
1.69
SUM
58.5M
3
var2
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
32
(0%)
MAX
31.0
95%
0.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
3.25
VAR
10.6
KURT.
45.4
SKEW
6.63
SUM
10,631
4
var3
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
5
(0%)
5
var4
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
7,508
(38%)
MAX
103k
95%
13k
Q3
5k
AVG
5k
MEDIAN
2k
Q1
1k
5%
0k
MIN
0k
RANGE
103k
IQR
4,684
STD
10,577
VAR
111.9M
KURT.
35.1
SKEW
5.59
SUM
95.0M
6
var5
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
21
(0%)
MAX
20.0
95%
3.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
0.00
STD
1.96
VAR
3.84
KURT.
37.3
SKEW
5.73
SUM
9,985
7
var6
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
10
(0%)
8
var7
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
92
(0%)
MAX
102
95%
14
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
102
IQR
0.00
STD
7.81
VAR
61.1
KURT.
51.2
SKEW
6.30
SUM
42,648
9
var8
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
519
(3%)
MAX
1,564
95%
94
Q3
21
AVG
25
MEDIAN
3
Q1
0
5%
0
MIN
0
RANGE
1,564
IQR
21.0
STD
81.0
VAR
6,554
KURT.
55.2
SKEW
6.56
SUM
492k
10
var9
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
19,201
(98%)
MAX
1.9M
95%
0.9M
Q3
0.4M
AVG
0.3M
MEDIAN
0.3M
Q1
0.2M
5%
0.1M
MIN
0.0M
RANGE
1.9M
IQR
188k
STD
264k
VAR
69.7B
KURT.
11.0
SKEW
2.89
SUM
6.3B
11
var10
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
154
(1%)
MAX
341
95%
10
Q3
1
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
341
IQR
1.00
STD
14.2
VAR
202
KURT.
73.1
SKEW
7.69
SUM
60,025
12
var11
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
12
(0%)
MAX
11.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
1.11
VAR
1.22
KURT.
24.9
SKEW
4.57
SUM
6,888
13
var12
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
2,587
(13%)
MAX
10,141
95%
2,359
Q3
600
AVG
560
MEDIAN
184
Q1
26
5%
0
MIN
0
RANGE
10,141
IQR
574
STD
1,166
VAR
1.4M
KURT.
25.3
SKEW
4.61
SUM
11.0M
14
var13
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
1,684
(9%)
MAX
1,891
95%
1,267
Q3
714
AVG
509
MEDIAN
439
Q1
173
5%
68
MIN
0
RANGE
1,891
IQR
541
STD
378
VAR
143k
KURT.
0.343
SKEW
0.897
SUM
10.0M
15
var14
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
13
(0%)
MAX
12.0
95%
2.0
Q3
1.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
1.00
STD
0.971
VAR
0.943
KURT.
38.5
SKEW
4.99
SUM
8,498
16
var15
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
1,451
(7%)
MAX
3,765
95%
793
Q3
228
AVG
239
MEDIAN
142
Q1
62
5%
12
MIN
1
RANGE
3,764
IQR
166
STD
412
VAR
169k
KURT.
29.8
SKEW
5.05
SUM
4.7M
17
var16
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
2
(0%)
18
var21
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
101
(1%)
MAX
100
95%
60
Q3
34
AVG
21
MEDIAN
15
Q1
7
5%
0
MIN
0
RANGE
100
IQR
27.0
STD
19.6
VAR
385
KURT.
1.72
SKEW
1.34
SUM
414k
19
var23
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
100
(1%)
MAX
99.0
95%
90.0
Q3
70.0
AVG
44.0
MEDIAN
43.0
Q1
22.0
5%
0.0
MIN
0.0
RANGE
99.0
IQR
48.0
STD
28.5
VAR
815
KURT.
-1.08
SKEW
0.084
SUM
865k
20
var24
VALUES:
19,027
(97%)
MISSING:
616
(3%)
DISTINCT:
144
(1%)
MAX
147
95%
46
Q3
16
AVG
10
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
147
IQR
16.0
STD
19.0
VAR
361
KURT.
10.8
SKEW
2.91
SUM
196k
21
var25
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
2
(0%)
22
var26
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
459
(2%)
MAX
840
95%
29
Q3
10
AVG
18
MEDIAN
5
Q1
2
5%
1
MIN
0
RANGE
840
IQR
8.00
STD
70.4
VAR
4,949
KURT.
64.2
SKEW
7.68
SUM
347k
23
var27
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
520
(3%)
MAX
21,572
95%
254
Q3
182
AVG
200
MEDIAN
137
Q1
78
5%
43
MIN
0
RANGE
21,572
IQR
104
STD
917
VAR
841k
KURT.
294
SKEW
16.5
SUM
3.9M
24
var28
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
386
(2%)
MAX
2,294
95%
26
Q3
8
AVG
16
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,294
IQR
8.00
STD
110
VAR
12,091
KURT.
222
SKEW
14.0
SUM
313k
25
var29
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
381
(2%)
MAX
1,994
95%
25
Q3
7
AVG
15
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,994
IQR
7.00
STD
96.3
VAR
9,273
KURT.
221
SKEW
13.9
SUM
287k
26
var30
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
1
(0%)
27
var31
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
27
(0%)
MAX
26.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.0
IQR
0.00
STD
1.64
VAR
2.69
KURT.
89.8
SKEW
8.59
SUM
5,465
28
var32
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
2
(0%)
29
var33
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
6
(0%)
30
var34
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
5
(0%)
31
var35
VALUES:
19,643
(100%)
MISSING:
---
DISTINCT:
3
(0%)
32
var36
VALUES:
19,315
(98%)
MISSING:
328
(2%)
DISTINCT:
12
(0%)
33
var37
VALUES:
18,339
(93%)
MISSING:
1,304
(7%)
DISTINCT:
2
(0%)
34
var38
VALUES:
7,383
(38%)
MISSING:
12,260
(62%)
DISTINCT:
3
(0%)
35
var39
VALUES:
19,642
(99%)
MISSING:
1
(0%)
DISTINCT:
6
(0%)
36
var40
VALUES:
19,642
(99%)
MISSING:
1
(0%)
DISTINCT:
2
(0%)
37
self_service_platform
VALUES:
19,642
(99%)
MISSING:
1
(0%)
DISTINCT:
4
(0%)
var22
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var13
0.91
var9
0.88
var1
0.87
var21
0.83
var23
0.81
var24
0.76
var12
0.75
var15
0.75
var14
0.72
var11
0.71
var4
0.69
var7
0.67
var5
0.64
var8
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
0.86
var3
0.72
var32
0.56
var16
0.55
var25
0.54
self_service_platform
0.07
var34
0.02
var36
0.02
var39
0.02
var38
0.02
var35
0.02
var37
0.01
var40
0.01
var33
0.01
MOST FREQUENT VALUES
87031
5
0.0%
92539
4
0.0%
84618
4
0.0%
88734
4
0.0%
104910
4
0.0%
83028
4
0.0%
93527
3
0.0%
87566
3
0.0%
100525
3
0.0%
88685
3
0.0%
70723
3
0.0%
86099
3
0.0%
99409
3
0.0%
83870
3
0.0%
78106
3
0.0%
SMALLEST VALUES
160
1
0.0%
376
1
0.0%
680
1
0.0%
740
1
0.0%
951
1
0.0%
1033
1
0.0%
1105
1
0.0%
1138
1
0.0%
1405
1
0.0%
1872
1
0.0%
2028
1
0.0%
2115
1
0.0%
2239
1
0.0%
2265
1
0.0%
2368
1
0.0%
LARGEST VALUES
343491
1
0.0%
342449
1
0.0%
340233
1
0.0%
340134
1
0.0%
339546
1
0.0%
339543
1
0.0%
339508
1
0.0%
338202
1
0.0%
338187
1
0.0%
338062
1
0.0%
338027
1
0.0%
337837
1
0.0%
337601
1
0.0%
337600
1
0.0%
337440
1
0.0%
Associations
Showing ONLY dataset "Data"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
var22
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var13
0.91
var9
0.88
var1
0.87
var21
0.83
var23
0.81
var24
0.76
var12
0.75
var15
0.75
var14
0.72
var11
0.71
var4
0.69
var7
0.67
var5
0.64
var8
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
0.86
var3
0.72
var32
0.56
var16
0.55
var25
0.54
self_service_platform
0.07
var34
0.02
var36
0.02
var39
0.02
var38
0.02
var35
0.02
var37
0.01
var40
0.01
var33
0.01
MOST FREQUENT VALUES
87031
5
0.0%
92539
4
0.0%
84618
4
0.0%
88734
4
0.0%
104910
4
0.0%
83028
4
0.0%
93527
3
0.0%
87566
3
0.0%
100525
3
0.0%
88685
3
0.0%
70723
3
0.0%
86099
3
0.0%
99409
3
0.0%
83870
3
0.0%
78106
3
0.0%
SMALLEST VALUES
160
1
0.0%
376
1
0.0%
680
1
0.0%
740
1
0.0%
951
1
0.0%
1033
1
0.0%
1105
1
0.0%
1138
1
0.0%
1405
1
0.0%
1872
1
0.0%
2028
1
0.0%
2115
1
0.0%
2239
1
0.0%
2265
1
0.0%
2368
1
0.0%
LARGEST VALUES
343491
1
0.0%
342449
1
0.0%
340233
1
0.0%
340134
1
0.0%
339546
1
0.0%
339543
1
0.0%
339508
1
0.0%
338202
1
0.0%
338187
1
0.0%
338062
1
0.0%
338027
1
0.0%
337837
1
0.0%
337601
1
0.0%
337600
1
0.0%
337440
1
0.0%
cust_id
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var28
-0.01
var7
-0.01
var27
-0.01
var12
-0.01
var9
-0.01
var2
-0.01
var11
-0.01
var29
-0.01
var14
-0.01
var10
-0.01
var5
-0.01
var15
-0.01
var26
-0.01
var4
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var39
0.02
self_service_platform
0.02
var36
0.02
var6
0.02
var40
0.01
var16
0.01
var34
0.01
var38
0.01
var35
0.01
var33
0.01
var25
0.01
var32
0.01
var3
0.00
var37
0.00
MOST FREQUENT VALUES
100351
1
0.0%
113298
1
0.0%
105094
1
0.0%
103047
1
0.0%
117388
1
0.0%
115341
1
0.0%
119439
1
0.0%
109200
1
0.0%
107153
1
0.0%
111251
1
0.0%
100964
1
0.0%
101012
1
0.0%
105110
1
0.0%
103063
1
0.0%
117404
1
0.0%
SMALLEST VALUES
100001
1
0.0%
100002
1
0.0%
100003
1
0.0%
100004
1
0.0%
100005
1
0.0%
100006
1
0.0%
100007
1
0.0%
100008
1
0.0%
100009
1
0.0%
100010
1
0.0%
100011
1
0.0%
100012
1
0.0%
100013
1
0.0%
100014
1
0.0%
100015
1
0.0%
LARGEST VALUES
119643
1
0.0%
119642
1
0.0%
119641
1
0.0%
119640
1
0.0%
119639
1
0.0%
119638
1
0.0%
119637
1
0.0%
119636
1
0.0%
119635
1
0.0%
119634
1
0.0%
119633
1
0.0%
119632
1
0.0%
119631
1
0.0%
119630
1
0.0%
119629
1
0.0%
var1
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var13
0.89
var22
0.87
var9
0.84
var21
0.77
var23
0.75
var24
0.74
var12
0.72
var14
0.71
var15
0.69
var11
0.67
var7
0.64
var4
0.59
var5
0.59
var8
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
0.89
var3
0.69
var32
0.58
var16
0.57
var25
0.56
self_service_platform
0.12
var34
0.06
var36
0.03
var40
0.02
var33
0.02
var39
0.02
var38
0.02
var37
0.01
var35
0.01
MOST FREQUENT VALUES
142
25
0.1%
150
20
0.1%
162
20
0.1%
191
19
0.1%
569
19
0.1%
309
19
0.1%
149
19
0.1%
170
18
0.1%
299
18
0.1%
211
18
0.1%
116
18
0.1%
322
18
0.1%
329
17
0.1%
127
17
0.1%
112
17
0.1%
SMALLEST VALUES
20
10
0.1%
21
3
0.0%
22
4
0.0%
23
5
0.0%
24
10
0.1%
25
5
0.0%
26
6
0.0%
27
3
0.0%
28
2
0.0%
29
9
0.0%
30
6
0.0%
31
4
0.0%
32
9
0.0%
33
3
0.0%
34
6
0.0%
LARGEST VALUES
17321
1
0.0%
17309
1
0.0%
17291
1
0.0%
17209
1
0.0%
17177
1
0.0%
17170
1
0.0%
17080
1
0.0%
17060
1
0.0%
17056
1
0.0%
17021
1
0.0%
17002
1
0.0%
16997
2
0.0%
16986
1
0.0%
16960
1
0.0%
16878
1
0.0%
var2
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var4
0.72
var26
0.71
var8
0.70
var10
0.70
var15
0.70
var5
0.69
var12
0.68
var31
0.67
var11
0.66
var7
0.63
var14
0.60
var9
0.58
var24
0.56
var22
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.73
var16
0.41
var25
0.40
var6
0.29
var32
0.21
self_service_platform
0.10
var36
0.06
var34
0.06
var33
0.04
var40
0.04
var39
0.02
var35
0.02
var38
0.02
var37
0.01
MOST FREQUENT VALUES
0
18,949
96.5%
17
33
0.2%
24
29
0.1%
18
29
0.1%
2
29
0.1%
12
28
0.1%
8
27
0.1%
1
26
0.1%
16
26
0.1%
22
25
0.1%
14
25
0.1%
20
25
0.1%
3
24
0.1%
13
23
0.1%
26
23
0.1%
SMALLEST VALUES
0
18,949
96.5%
1
26
0.1%
2
29
0.1%
3
24
0.1%
4
21
0.1%
5
19
0.1%
6
21
0.1%
7
19
0.1%
8
27
0.1%
9
23
0.1%
10
16
0.1%
11
21
0.1%
12
28
0.1%
13
23
0.1%
14
25
0.1%
LARGEST VALUES
31
15
0.1%
30
9
0.0%
29
15
0.1%
28
18
0.1%
27
21
0.1%
26
23
0.1%
25
20
0.1%
24
29
0.1%
23
22
0.1%
22
25
0.1%
21
23
0.1%
20
25
0.1%
19
20
0.1%
18
29
0.1%
17
33
0.2%
var3
MISSING:
---
TOP CATEGORIES
var22
(avg)
0
12,621
64%
69k
1
6,505
33%
122k
3
208
1%
242k
2
195
1%
225k
4
114
1%
240k
ALL
19,643
100%
91k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var3
PROVIDES INFORMATION ON...
var30
1.00
var16
0.36
var25
0.35
var32
0.34
var6
0.15
self_service_platform
0.01
var33
0.00
var34
0.00
var40
0.00
var35
0.00
var36
0.00
var39
0.00
var38
0.00
var37
0.00

THESE FEATURES GIVE INFORMATION
ON var3:
var6
0.43
var32
0.29
var16
0.10
var25
0.09
self_service_platform
0.02
var34
0.00
var36
0.00
var33
0.00
var40
0.00
var38
0.00
var39
0.00
var35
0.00
var37
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
CORRELATION RATIO WITH...
var21
0.83
var23
0.80
var13
0.77
var4
0.77
var12
0.76
var8
0.75
var15
0.75
var9
0.74
var2
0.73
var22
0.72
var14
0.72
var11
0.71
var10
0.70
var5
0.70
var4
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var12
0.80
var15
0.78
var8
0.78
var5
0.76
var11
0.74
var9
0.74
var10
0.73
var2
0.72
var26
0.72
var14
0.72
var7
0.72
var21
0.70
var24
0.69
var22
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.77
var16
0.54
var6
0.51
var25
0.49
var32
0.41
self_service_platform
0.10
var34
0.06
var40
0.05
var33
0.05
var36
0.04
var39
0.03
var38
0.03
var35
0.01
var37
0.01
MOST FREQUENT VALUES
62
35
0.2%
38
30
0.2%
31
29
0.1%
58
29
0.1%
32
27
0.1%
53
27
0.1%
59
26
0.1%
55
26
0.1%
47
26
0.1%
45
25
0.1%
43
25
0.1%
54
23
0.1%
42
23
0.1%
33
22
0.1%
41
22
0.1%
SMALLEST VALUES
0
3
0.0%
1
5
0.0%
2
4
0.0%
3
7
0.0%
4
8
0.0%
5
6
0.0%
6
9
0.0%
7
11
0.1%
8
3
0.0%
9
5
0.0%
10
8
0.0%
11
2
0.0%
12
9
0.0%
13
2
0.0%
14
4
0.0%
LARGEST VALUES
102896
1
0.0%
102858
1
0.0%
102234
1
0.0%
101990
1
0.0%
101718
1
0.0%
101713
1
0.0%
101265
1
0.0%
100946
1
0.0%
100866
1
0.0%
100485
1
0.0%
100457
1
0.0%
99810
1
0.0%
99482
1
0.0%
99368
1
0.0%
99342
1
0.0%
var5
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var7
0.76
var4
0.76
var15
0.76
var12
0.76
var11
0.75
var8
0.74
var26
0.73
var10
0.72
var14
0.72
var9
0.72
var2
0.69
var31
0.67
var24
0.66
var22
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.70
var16
0.57
var25
0.55
var6
0.50
var32
0.33
self_service_platform
0.05
var34
0.04
var36
0.03
var33
0.02
var40
0.02
var38
0.02
var39
0.02
var35
0.01
var37
0.00
MOST FREQUENT VALUES
0
16,888
86.0%
1
1,161
5.9%
2
390
2.0%
3
352
1.8%
4
315
1.6%
12
63
0.3%
5
60
0.3%
13
48
0.2%
8
44
0.2%
7
44
0.2%
6
44
0.2%
11
41
0.2%
9
37
0.2%
17
31
0.2%
15
29
0.1%
SMALLEST VALUES
0
16,888
86.0%
1
1,161
5.9%
2
390
2.0%
3
352
1.8%
4
315
1.6%
5
60
0.3%
6
44
0.2%
7
44
0.2%
8
44
0.2%
9
37
0.2%
10
28
0.1%
11
41
0.2%
12
63
0.3%
13
48
0.2%
14
26
0.1%
LARGEST VALUES
20
8
0.0%
19
4
0.0%
18
9
0.0%
17
31
0.2%
16
21
0.1%
15
29
0.1%
14
26
0.1%
13
48
0.2%
12
63
0.3%
11
41
0.2%
10
28
0.1%
9
37
0.2%
8
44
0.2%
7
44
0.2%
6
44
0.2%
var6
MISSING:
---
TOP CATEGORIES
var22
(avg)
7
3,061
16%
96k
8
2,765
14%
130k
9
2,291
12%
175k
5
2,214
11%
82k
0
2,018
10%
33k
6
1,629
8%
88k
2
1,608
8%
56k
1
1,459
7%
50k
4
1,452
7%
80k
3
1,146
6%
60k
ALL
19,643
100%
91k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var6
PROVIDES INFORMATION ON...
var30
1.00
var25
0.46
var16
0.46
var3
0.43
var32
0.42
self_service_platform
0.02
var33
0.00
var35
0.00
var34
0.00
var39
0.00
var36
0.00
var38
0.00
var40
0.00
var37
0.00

THESE FEATURES GIVE INFORMATION
ON var6:
var3
0.15
var32
0.12
var25
0.04
var16
0.04
self_service_platform
0.01
var34
0.00
var36
0.00
var38
0.00
var33
0.00
var39
0.00
var40
0.00
var35
0.00
var37
0.00
var30
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
CORRELATION RATIO WITH...
var13
0.92
var1
0.89
var23
0.89
var22
0.86
var21
0.81
var9
0.79
var24
0.66
var14
0.66
var12
0.63
var11
0.60
var15
0.59
var7
0.56
var4
0.51
var5
0.50
var7
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var11
0.77
var5
0.76
var12
0.76
var14
0.76
var15
0.75
var9
0.73
var4
0.72
var8
0.72
var26
0.69
var31
0.68
var10
0.68
var29
0.68
var24
0.67
var22
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.67
var16
0.61
var25
0.58
var6
0.56
var32
0.35
var36
0.03
var34
0.02
var33
0.02
self_service_platform
0.02
var39
0.01
var40
0.01
var38
0.01
var35
0.01
var37
0.00
MOST FREQUENT VALUES
0
15,117
77.0%
1
1,525
7.8%
5
355
1.8%
3
320
1.6%
4
279
1.4%
2
269
1.4%
6
114
0.6%
11
114
0.6%
19
105
0.5%
9
101
0.5%
8
100
0.5%
15
100
0.5%
12
93
0.5%
16
92
0.5%
13
88
0.4%
SMALLEST VALUES
0
15,117
77.0%
1
1,525
7.8%
2
269
1.4%
3
320
1.6%
4
279
1.4%
5
355
1.8%
6
114
0.6%
7
75
0.4%
8
100
0.5%
9
101
0.5%
10
72
0.4%
11
114
0.6%
12
93
0.5%
13
88
0.4%
14
80
0.4%
LARGEST VALUES
102
1
0.0%
101
2
0.0%
100
3
0.0%
99
1
0.0%
98
2
0.0%
97
2
0.0%
96
2
0.0%
94
2
0.0%
93
2
0.0%
92
1
0.0%
91
3
0.0%
90
1
0.0%
89
1
0.0%
88
3
0.0%
87
2
0.0%
var8
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var12
0.78
var15
0.78
var4
0.78
var5
0.74
var14
0.73
var11
0.72
var10
0.72
var7
0.72
var2
0.70
var9
0.70
var31
0.69
var26
0.67
var24
0.66
var21
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.75
var16
0.53
var25
0.51
var6
0.47
var32
0.36
self_service_platform
0.08
var34
0.05
var40
0.04
var33
0.03
var38
0.03
var36
0.03
var39
0.02
var35
0.01
var37
0.01
MOST FREQUENT VALUES
0
7,409
37.7%
5
1,000
5.1%
1
950
4.8%
2
949
4.8%
3
889
4.5%
4
727
3.7%
8
585
3.0%
7
394
2.0%
6
381
1.9%
31
359
1.8%
27
339
1.7%
29
324
1.6%
28
322
1.6%
30
319
1.6%
10
293
1.5%
SMALLEST VALUES
0
7,409
37.7%
1
950
4.8%
2
949
4.8%
3
889
4.5%
4
727
3.7%
5
1,000
5.1%
6
381
1.9%
7
394
2.0%
8
585
3.0%
9
255
1.3%
10
293
1.5%
11
70
0.4%
12
93
0.5%
13
87
0.4%
14
94
0.5%
LARGEST VALUES
1564
1
0.0%
1466
1
0.0%
1425
1
0.0%
1375
1
0.0%
1173
1
0.0%
800
1
0.0%
793
1
0.0%
791
1
0.0%
784
1
0.0%
779
1
0.0%
775
1
0.0%
765
1
0.0%
762
1
0.0%
759
1
0.0%
756
1
0.0%
var9
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var22
0.88
var13
0.85
var1
0.84
var21
0.81
var12
0.81
var15
0.80
var11
0.77
var24
0.77
var14
0.77
var4
0.74
var7
0.73
var23
0.73
var5
0.72
var8
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
0.79
var3
0.74
var16
0.60
var25
0.58
var32
0.54
self_service_platform
0.04
var36
0.03
var39
0.02
var38
0.01
var33
0.01
var35
0.01
var34
0.01
var40
0.01
var37
0.00
MOST FREQUENT VALUES
108328
3
0.0%
173577
3
0.0%
88487
3
0.0%
254296
3
0.0%
100690
2
0.0%
318995
2
0.0%
509472
2
0.0%
95782
2
0.0%
263801
2
0.0%
262563
2
0.0%
509380
2
0.0%
284118
2
0.0%
265693
2
0.0%
229415
2
0.0%
248415
2
0.0%
SMALLEST VALUES
67
1
0.0%
108
1
0.0%
292
1
0.0%
578
1
0.0%
711
1
0.0%
1301
1
0.0%
1377
1
0.0%
1393
1
0.0%
1938
1
0.0%
2248
1
0.0%
2602
1
0.0%
2701
1
0.0%
3130
1
0.0%
3646
1
0.0%
3680
1
0.0%
LARGEST VALUES
1946375
1
0.0%
1944090
1
0.0%
1941066
1
0.0%
1939429
1
0.0%
1939300
1
0.0%
1937427
1
0.0%
1936545
1
0.0%
1934928
1
0.0%
1933898
1
0.0%
1932392
1
0.0%
1931364
1
0.0%
1929257
1
0.0%
1926258
1
0.0%
1926216
1
0.0%
1925463
1
0.0%
var10
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var26
0.73
var4
0.73
var5
0.72
var8
0.72
var2
0.70
var15
0.70
var7
0.68
var12
0.67
var31
0.66
var11
0.65
var14
0.64
var9
0.61
var24
0.57
var29
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.70
var16
0.47
var25
0.45
var6
0.36
var32
0.27
self_service_platform
0.10
var34
0.05
var36
0.05
var40
0.05
var33
0.04
var38
0.03
var39
0.02
var35
0.01
var37
0.01
MOST FREQUENT VALUES
0
13,755
70.0%
1
2,408
12.3%
2
1,114
5.7%
3
424
2.2%
4
172
0.9%
5
169
0.9%
8
162
0.8%
6
147
0.7%
10
141
0.7%
9
138
0.7%
11
131
0.7%
7
126
0.6%
12
28
0.1%
19
21
0.1%
13
17
0.1%
SMALLEST VALUES
0
13,755
70.0%
1
2,408
12.3%
2
1,114
5.7%
3
424
2.2%
4
172
0.9%
5
169
0.9%
6
147
0.7%
7
126
0.6%
8
162
0.8%
9
138
0.7%
10
141
0.7%
11
131
0.7%
12
28
0.1%
13
17
0.1%
14
16
0.1%
LARGEST VALUES
341
1
0.0%
238
1
0.0%
195
1
0.0%
174
1
0.0%
156
1
0.0%
155
1
0.0%
152
2
0.0%
151
1
0.0%
149
1
0.0%
148
4
0.0%
147
6
0.0%
146
2
0.0%
145
1
0.0%
144
2
0.0%
143
4
0.0%
var11
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var12
0.81
var15
0.78
var7
0.77
var9
0.77
var5
0.75
var14
0.74
var4
0.74
var8
0.72
var22
0.71
var24
0.70
var21
0.68
var1
0.67
var2
0.66
var31
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.71
var16
0.62
var25
0.61
var6
0.60
var32
0.40
self_service_platform
0.04
var36
0.03
var33
0.03
var34
0.03
var40
0.02
var39
0.02
var35
0.01
var38
0.01
var37
0.00
MOST FREQUENT VALUES
0
16,583
84.4%
1
1,629
8.3%
3
494
2.5%
2
468
2.4%
7
106
0.5%
6
98
0.5%
4
97
0.5%
5
93
0.5%
8
46
0.2%
11
11
0.1%
9
11
0.1%
10
7
0.0%
SMALLEST VALUES
0
16,583
84.4%
1
1,629
8.3%
2
468
2.4%
3
494
2.5%
4
97
0.5%
5
93
0.5%
6
98
0.5%
7
106
0.5%
8
46
0.2%
9
11
0.1%
10
7
0.0%
11
11
0.1%
LARGEST VALUES
11
11
0.1%
10
7
0.0%
9
11
0.1%
8
46
0.2%
7
106
0.5%
6
98
0.5%
5
93
0.5%
4
97
0.5%
3
494
2.5%
2
468
2.4%
1
1,629
8.3%
0
16,583
84.4%
var12
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var15
0.83
var9
0.81
var11
0.81
var4
0.80
var14
0.78
var8
0.78
var7
0.76
var5
0.76
var21
0.75
var22
0.75
var24
0.74
var1
0.72
var13
0.71
var2
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.76
var6
0.63
var16
0.60
var25
0.57
var32
0.47
self_service_platform
0.05
var34
0.04
var40
0.03
var33
0.03
var36
0.03
var39
0.02
var38
0.01
var35
0.01
var37
0.00
MOST FREQUENT VALUES
0
1,588
8.1%
1
483
2.5%
19
137
0.7%
14
135
0.7%
6
133
0.7%
7
133
0.7%
3
126
0.6%
17
126
0.6%
10
125
0.6%
5
124
0.6%
18
124
0.6%
11
122
0.6%
12
121
0.6%
26
116
0.6%
4
116
0.6%
SMALLEST VALUES
0
1,588
8.1%
1
483
2.5%
2
113
0.6%
3
126
0.6%
4
116
0.6%
5
124
0.6%
6
133
0.7%
7
133
0.7%
8
112
0.6%
9
107
0.5%
10
125
0.6%
11
122
0.6%
12
121
0.6%
13
113
0.6%
14
135
0.7%
LARGEST VALUES
10141
1
0.0%
10139
1
0.0%
10122
1
0.0%
10060
1
0.0%
10055
1
0.0%
10053
1
0.0%
10046
1
0.0%
10021
1
0.0%
10019
1
0.0%
9981
1
0.0%
9960
1
0.0%
9943
1
0.0%
9923
1
0.0%
9921
1
0.0%
9884
1
0.0%
var13
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var22
0.91
var23
0.90
var1
0.89
var21
0.88
var9
0.85
var24
0.73
var12
0.71
var14
0.71
var15
0.69
var11
0.64
var4
0.62
var7
0.59
var8
0.57
var5
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
0.92
var3
0.77
var32
0.66
var16
0.51
var25
0.51
self_service_platform
0.04
var34
0.02
var36
0.02
var39
0.01
var35
0.01
var40
0.01
var38
0.01
var33
0.01
var37
0.01
MOST FREQUENT VALUES
71
90
0.5%
76
89
0.5%
81
87
0.4%
74
84
0.4%
83
82
0.4%
75
82
0.4%
77
81
0.4%
72
71
0.4%
80
67
0.3%
79
67
0.3%
73
64
0.3%
78
62
0.3%
82
61
0.3%
112
51
0.3%
99
47
0.2%
SMALLEST VALUES
0
7
0.0%
1
16
0.1%
2
7
0.0%
3
6
0.0%
4
5
0.0%
5
7
0.0%
6
12
0.1%
7
15
0.1%
8
14
0.1%
9
9
0.0%
10
14
0.1%
11
11
0.1%
12
10
0.1%
13
5
0.0%
14
18
0.1%
LARGEST VALUES
1891
1
0.0%
1880
2
0.0%
1875
1
0.0%
1874
1
0.0%
1872
1
0.0%
1866
1
0.0%
1865
1
0.0%
1861
1
0.0%
1854
1
0.0%
1848
1
0.0%
1847
1
0.0%
1843
2
0.0%
1841
1
0.0%
1840
1
0.0%
1835
1
0.0%
var14
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var15
0.79
var12
0.78
var9
0.77
var7
0.76
var11
0.74
var21
0.74
var8
0.73
var22
0.72
var4
0.72
var5
0.72
var1
0.71
var13
0.71
var24
0.70
var31
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.72
var6
0.66
var25
0.55
var16
0.55
var32
0.54
self_service_platform
0.06
var40
0.04
var36
0.03
var34
0.03
var38
0.03
var33
0.03
var39
0.02
var35
0.01
var37
0.00
MOST FREQUENT VALUES
0
13,865
70.6%
1
4,554
23.2%
2
726
3.7%
5
131
0.7%
4
122
0.6%
3
119
0.6%
6
60
0.3%
12
17
0.1%
7
14
0.1%
9
12
0.1%
11
8
0.0%
8
8
0.0%
10
7
0.0%
SMALLEST VALUES
0
13,865
70.6%
1
4,554
23.2%
2
726
3.7%
3
119
0.6%
4
122
0.6%
5
131
0.7%
6
60
0.3%
7
14
0.1%
8
8
0.0%
9
12
0.1%
10
7
0.0%
11
8
0.0%
12
17
0.1%
LARGEST VALUES
12
17
0.1%
11
8
0.0%
10
7
0.0%
9
12
0.1%
8
8
0.0%
7
14
0.1%
6
60
0.3%
5
131
0.7%
4
122
0.6%
3
119
0.6%
2
726
3.7%
1
4,554
23.2%
0
13,865
70.6%
var15
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var12
0.83
var9
0.80
var14
0.79
var11
0.78
var4
0.78
var8
0.78
var5
0.76
var7
0.75
var22
0.75
var24
0.73
var21
0.72
var10
0.70
var2
0.70
var1
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.75
var6
0.59
var16
0.57
var25
0.57
var32
0.43
self_service_platform
0.04
var34
0.03
var36
0.03
var33
0.03
var40
0.02
var38
0.02
var35
0.01
var39
0.01
var37
0.00
MOST FREQUENT VALUES
3
133
0.7%
27
126
0.6%
13
125
0.6%
106
119
0.6%
102
114
0.6%
138
112
0.6%
103
111
0.6%
165
107
0.5%
125
106
0.5%
105
105
0.5%
144
103
0.5%
104
103
0.5%
122
101
0.5%
142
100
0.5%
145
100
0.5%
SMALLEST VALUES
1
70
0.4%
2
86
0.4%
3
133
0.7%
4
80
0.4%
5
78
0.4%
6
71
0.4%
7
83
0.4%
8
76
0.4%
9
99
0.5%
10
68
0.3%
11
92
0.5%
12
79
0.4%
13
125
0.6%
14
70
0.4%
15
67
0.3%
LARGEST VALUES
3765
1
0.0%
3752
1
0.0%
3751
1
0.0%
3746
1
0.0%
3734
1
0.0%
3719
1
0.0%
3704
1
0.0%
3702
1
0.0%
3693
1
0.0%
3689
3
0.0%
3686
1
0.0%
3677
1
0.0%
3649
1
0.0%
3645
1
0.0%
3643
1
0.0%
var16
MISSING:
---
TOP CATEGORIES
var22
(avg)
0
18,586
95%
85k
1
1,057
5%
201k
ALL
19,643
100%
91k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var16
PROVIDES INFORMATION ON...
var30
1.00
var25
0.30
var3
0.10
var32
0.08
var6
0.04
var36
0.00
var37
0.00
var33
0.00
var39
0.00
var40
0.00
var34
0.00
self_service_platform
0.00
var38
0.00
var35
0.00

THESE FEATURES GIVE INFORMATION
ON var16:
var6
0.46
var3
0.36
var25
0.30
var32
0.26
var36
0.00
var34
0.00
self_service_platform
0.00
var39
0.00
var33
0.00
var40
0.00
var37
0.00
var38
0.00
var35
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var16
CORRELATION RATIO WITH...
var11
0.62
var7
0.61
var12
0.60
var9
0.60
var5
0.57
var15
0.57
var1
0.57
var22
0.55
var14
0.55
var4
0.54
var8
0.53
var24
0.52
var21
0.51
var13
0.51
var21
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var23
0.90
var13
0.88
var22
0.83
var9
0.81
var1
0.77
var12
0.75
var14
0.74
var15
0.72
var4
0.70
var24
0.69
var11
0.68
var8
0.64
var5
0.61
var7
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.83
var6
0.81
var32
0.71
var16
0.51
var25
0.51
self_service_platform
0.14
var34
0.08
var40
0.07
var33
0.05
var36
0.04
var38
0.04
var39
0.03
var35
0.02
var37
0.01
MOST FREQUENT VALUES
0
1,729
8.8%
15
872
4.4%
4
684
3.5%
8
672
3.4%
9
669
3.4%
3
661
3.4%
11
648
3.3%
13
637
3.2%
10
624
3.2%
2
614
3.1%
12
613
3.1%
19
607
3.1%
14
597
3.0%
1
591
3.0%
34
552
2.8%
SMALLEST VALUES
0
1,729
8.8%
1
591
3.0%
2
614
3.1%
3
661
3.4%
4
684
3.5%
5
244
1.2%
6
210
1.1%
7
223
1.1%
8
672
3.4%
9
669
3.4%
10
624
3.2%
11
648
3.3%
12
613
3.1%
13
637
3.2%
14
597
3.0%
LARGEST VALUES
100
20
0.1%
99
22
0.1%
98
16
0.1%
97
20
0.1%
96
17
0.1%
95
18
0.1%
94
13
0.1%
93
16
0.1%
92
14
0.1%
91
11
0.1%
90
11
0.1%
89
24
0.1%
88
18
0.1%
87
20
0.1%
86
12
0.1%
var23
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var13
0.90
var21
0.90
var22
0.81
var1
0.75
var9
0.73
var24
0.61
var14
0.60
var12
0.60
var15
0.57
var4
0.53
var11
0.50
var8
0.45
var7
0.44
var5
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
0.89
var3
0.80
var32
0.72
var16
0.38
var25
0.38
self_service_platform
0.09
var34
0.06
var40
0.05
var36
0.03
var33
0.03
var39
0.03
var38
0.03
var37
0.01
var35
0.01
MOST FREQUENT VALUES
0
1,294
6.6%
77
479
2.4%
44
434
2.2%
74
426
2.2%
75
418
2.1%
76
405
2.1%
2
391
2.0%
52
312
1.6%
31
310
1.6%
26
302
1.5%
29
300
1.5%
28
299
1.5%
42
293
1.5%
43
288
1.5%
41
288
1.5%
SMALLEST VALUES
0
1,294
6.6%
1
271
1.4%
2
391
2.0%
3
207
1.1%
4
174
0.9%
5
191
1.0%
6
224
1.1%
7
152
0.8%
8
172
0.9%
9
176
0.9%
10
137
0.7%
11
176
0.9%
12
181
0.9%
13
177
0.9%
14
179
0.9%
LARGEST VALUES
99
67
0.3%
98
81
0.4%
97
85
0.4%
96
143
0.7%
95
114
0.6%
94
121
0.6%
93
119
0.6%
92
94
0.5%
91
128
0.7%
90
113
0.6%
89
99
0.5%
88
111
0.6%
87
273
1.4%
86
205
1.0%
85
245
1.2%
var24
MISSING:
616
(3%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var9
0.77
var22
0.76
var1
0.74
var12
0.74
var13
0.73
var15
0.73
var14
0.70
var11
0.70
var21
0.69
var4
0.69
var7
0.67
var8
0.66
var5
0.66
var23
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var6
0.66
var3
0.64
var16
0.52
var25
0.51
var32
0.42
var36
0.03
self_service_platform
0.03
var33
0.02
var38
0.01
var39
0.01
var34
0.01
var37
0.01
var35
0.01
var40
0.00
MOST FREQUENT VALUES
0.0
9,565
50.3%
1.0
2,144
11.3%
20.0
780
4.1%
21.0
750
3.9%
14.0
335
1.8%
16.0
291
1.5%
15.0
281
1.5%
2.0
264
1.4%
3.0
169
0.9%
4.0
167
0.9%
10.0
145
0.8%
11.0
144
0.8%
13.0
143
0.8%
5.0
133
0.7%
9.0
132
0.7%
SMALLEST VALUES
0.0
9,565
50.3%
1.0
2,144
11.3%
2.0
264
1.4%
3.0
169
0.9%
4.0
167
0.9%
5.0
133
0.7%
6.0
132
0.7%
7.0
126
0.7%
8.0
120
0.6%
9.0
132
0.7%
10.0
145
0.8%
11.0
144
0.8%
12.0
123
0.6%
13.0
143
0.8%
14.0
335
1.8%
LARGEST VALUES
147.0
4
0.0%
146.0
2
0.0%
145.0
1
0.0%
142.0
1
0.0%
141.0
1
0.0%
139.0
1
0.0%
137.0
1
0.0%
136.0
2
0.0%
135.0
3
0.0%
134.0
3
0.0%
133.0
1
0.0%
132.0
2
0.0%
131.0
4
0.0%
130.0
3
0.0%
129.0
1
0.0%
var25
MISSING:
---
TOP CATEGORIES
var22
(avg)
0
18,593
95%
85k
1
1,050
5%
200k
ALL
19,643
100%
91k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var25
PROVIDES INFORMATION ON...
var30
1.00
var16
0.30
var3
0.09
var32
0.08
var6
0.04
var40
0.00
var33
0.00
var36
0.00
var39
0.00
var35
0.00
var37
0.00
var34
0.00
self_service_platform
0.00
var38
0.00

THESE FEATURES GIVE INFORMATION
ON var25:
var6
0.46
var3
0.35
var16
0.30
var32
0.26
var36
0.00
var40
0.00
var33
0.00
var34
0.00
var39
0.00
self_service_platform
0.00
var38
0.00
var37
0.00
var35
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var25
CORRELATION RATIO WITH...
var11
0.61
var9
0.58
var7
0.58
var12
0.57
var15
0.57
var1
0.56
var5
0.55
var14
0.55
var22
0.54
var24
0.51
var21
0.51
var8
0.51
var13
0.51
var4
0.49
var26
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var10
0.73
var5
0.73
var4
0.72
var2
0.71
var7
0.69
var15
0.67
var8
0.67
var11
0.65
var31
0.65
var12
0.65
var14
0.64
var28
0.62
var29
0.61
var9
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.70
var16
0.46
var25
0.44
var6
0.34
var32
0.26
self_service_platform
0.09
var36
0.06
var34
0.05
var40
0.04
var33
0.03
var38
0.02
var39
0.01
var35
0.01
var37
0.00
MOST FREQUENT VALUES
1
3,283
16.7%
3
2,398
12.2%
6
1,867
9.5%
2
1,645
8.4%
5
1,638
8.3%
4
1,559
7.9%
7
1,157
5.9%
13
962
4.9%
14
804
4.1%
8
583
3.0%
18
311
1.6%
10
281
1.4%
11
280
1.4%
12
257
1.3%
9
249
1.3%
SMALLEST VALUES
0
98
0.5%
1
3,283
16.7%
2
1,645
8.4%
3
2,398
12.2%
4
1,559
7.9%
5
1,638
8.3%
6
1,867
9.5%
7
1,157
5.9%
8
583
3.0%
9
249
1.3%
10
281
1.4%
11
280
1.4%
12
257
1.3%
13
962
4.9%
14
804
4.1%
LARGEST VALUES
840
1
0.0%
835
1
0.0%
824
1
0.0%
821
1
0.0%
820
1
0.0%
809
1
0.0%
805
1
0.0%
800
1
0.0%
792
1
0.0%
778
2
0.0%
777
1
0.0%
774
2
0.0%
773
1
0.0%
768
1
0.0%
765
1
0.0%
var27
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var29
0.75
var28
0.72
var7
0.53
var31
0.53
var14
0.52
var26
0.45
var5
0.44
var11
0.43
var15
0.42
var8
0.40
var10
0.39
var12
0.39
var9
0.36
var4
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.36
var25
0.31
var16
0.31
var6
0.23
var32
0.13
var36
0.04
self_service_platform
0.03
var34
0.02
var33
0.02
var37
0.01
var35
0.01
var39
0.01
var38
0.00
var40
0.00
MOST FREQUENT VALUES
215
290
1.5%
214
285
1.5%
216
272
1.4%
213
268
1.4%
217
265
1.3%
153
231
1.2%
63
159
0.8%
142
151
0.8%
58
149
0.8%
67
148
0.8%
170
148
0.8%
68
142
0.7%
113
142
0.7%
60
141
0.7%
139
140
0.7%
SMALLEST VALUES
0
19
0.1%
1
6
0.0%
2
8
0.0%
3
11
0.1%
4
12
0.1%
5
13
0.1%
6
16
0.1%
7
10
0.1%
8
12
0.1%
9
11
0.1%
10
15
0.1%
11
18
0.1%
12
12
0.1%
13
13
0.1%
14
6
0.0%
LARGEST VALUES
21572
1
0.0%
21159
1
0.0%
20590
1
0.0%
20528
1
0.0%
20222
1
0.0%
20129
1
0.0%
19917
1
0.0%
19565
1
0.0%
19492
1
0.0%
19329
1
0.0%
18577
1
0.0%
18457
1
0.0%
18072
1
0.0%
17999
1
0.0%
17841
1
0.0%
var28
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var29
0.75
var27
0.72
var7
0.66
var31
0.62
var26
0.62
var14
0.62
var5
0.58
var10
0.56
var15
0.56
var11
0.55
var8
0.55
var4
0.51
var12
0.51
var2
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.51
var16
0.40
var25
0.39
var6
0.28
var32
0.18
var36
0.03
var33
0.02
var34
0.01
var40
0.01
var35
0.01
self_service_platform
0.01
var38
0.00
var37
0.00
var39
0.00
MOST FREQUENT VALUES
0
11,346
57.8%
11
1,124
5.7%
10
945
4.8%
2
809
4.1%
1
674
3.4%
3
529
2.7%
6
458
2.3%
7
335
1.7%
9
330
1.7%
8
329
1.7%
4
302
1.5%
5
271
1.4%
12
245
1.2%
15
96
0.5%
16
83
0.4%
SMALLEST VALUES
0
11,346
57.8%
1
674
3.4%
2
809
4.1%
3
529
2.7%
4
302
1.5%
5
271
1.4%
6
458
2.3%
7
335
1.7%
8
329
1.7%
9
330
1.7%
10
945
4.8%
11
1,124
5.7%
12
245
1.2%
13
73
0.4%
14
64
0.3%
LARGEST VALUES
2294
1
0.0%
2234
1
0.0%
2216
1
0.0%
2159
1
0.0%
2122
1
0.0%
2116
2
0.0%
2110
1
0.0%
2072
1
0.0%
2062
1
0.0%
2030
1
0.0%
2014
1
0.0%
1993
1
0.0%
1989
1
0.0%
1987
1
0.0%
1978
1
0.0%
var29
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var28
0.75
var27
0.75
var7
0.68
var31
0.65
var14
0.63
var26
0.61
var5
0.58
var10
0.57
var15
0.57
var8
0.56
var11
0.56
var12
0.54
var4
0.52
var2
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.52
var16
0.40
var25
0.40
var6
0.29
var32
0.19
var36
0.04
var34
0.03
var33
0.02
self_service_platform
0.02
var40
0.01
var37
0.01
var35
0.01
var38
0.01
var39
0.00
MOST FREQUENT VALUES
0
11,337
57.7%
11
1,029
5.2%
10
1,000
5.1%
2
854
4.3%
1
684
3.5%
3
551
2.8%
5
429
2.2%
6
320
1.6%
9
316
1.6%
4
305
1.6%
7
304
1.5%
8
298
1.5%
12
237
1.2%
17
97
0.5%
14
97
0.5%
SMALLEST VALUES
0
11,337
57.7%
1
684
3.5%
2
854
4.3%
3
551
2.8%
4
305
1.6%
5
429
2.2%
6
320
1.6%
7
304
1.5%
8
298
1.5%
9
316
1.6%
10
1,000
5.1%
11
1,029
5.2%
12
237
1.2%
13
83
0.4%
14
97
0.5%
LARGEST VALUES
1994
1
0.0%
1955
1
0.0%
1906
1
0.0%
1902
1
0.0%
1887
1
0.0%
1879
1
0.0%
1853
1
0.0%
1849
1
0.0%
1818
1
0.0%
1808
1
0.0%
1800
1
0.0%
1796
1
0.0%
1767
1
0.0%
1760
1
0.0%
1749
1
0.0%
var30
MISSING:
---
TOP CATEGORIES
var22
(avg)
.
19,643
100%
91,225
ALL
19,643
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var30
PROVIDES INFORMATION ON...
var16
0.00
var35
0.00
var34
0.00
var25
0.00
var3
0.00
var32
0.00
var36
0.00
var37
0.00
var38
0.00
var39
0.00
var40
0.00
var6
-0.00
self_service_platform
-0.00
var33
-0.00

THESE FEATURES GIVE INFORMATION
ON var30:
var3
1.00
var6
1.00
var16
1.00
var25
1.00
var32
1.00
var33
1.00
var34
1.00
var35
1.00
var36
1.00
var37
1.00
var38
1.00
var39
1.00
var40
1.00
self_service_platform
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var30
CORRELATION RATIO WITH...
var22
0.00
cust_id
0.00
var1
0.00
var2
0.00
var4
0.00
var5
0.00
var7
0.00
var8
0.00
var9
0.00
var10
0.00
var11
0.00
var12
0.00
var13
0.00
var14
0.00
var31
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var15
0.69
var8
0.69
var7
0.68
var12
0.68
var14
0.67
var5
0.67
var2
0.67
var4
0.66
var11
0.66
var10
0.66
var29
0.65
var26
0.65
var28
0.62
var9
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var3
0.65
var16
0.47
var25
0.45
var6
0.33
var32
0.22
self_service_platform
0.05
var34
0.04
var36
0.04
var33
0.02
var40
0.02
var39
0.01
var38
0.01
var35
0.00
var37
0.00
MOST FREQUENT VALUES
0
18,372
93.5%
1
658
3.3%
2
79
0.4%
10
64
0.3%
5
57
0.3%
9
51
0.3%
4
50
0.3%
7
50
0.3%
8
49
0.2%
3
46
0.2%
6
45
0.2%
12
30
0.2%
11
30
0.2%
23
10
0.1%
16
9
0.0%
SMALLEST VALUES
0
18,372
93.5%
1
658
3.3%
2
79
0.4%
3
46
0.2%
4
50
0.3%
5
57
0.3%
6
45
0.2%
7
50
0.3%
8
49
0.2%
9
51
0.3%
10
64
0.3%
11
30
0.2%
12
30
0.2%
13
1
0.0%
14
4
0.0%
LARGEST VALUES
26
6
0.0%
25
3
0.0%
24
1
0.0%
23
10
0.1%
22
3
0.0%
21
3
0.0%
20
6
0.0%
19
6
0.0%
18
4
0.0%
17
1
0.0%
16
9
0.0%
15
5
0.0%
14
4
0.0%
13
1
0.0%
12
30
0.2%
var32
MISSING:
---
TOP CATEGORIES
var22
(avg)
0
12,256
62%
71k
1
7,387
38%
125k
ALL
19,643
100%
91k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var32
PROVIDES INFORMATION ON...
var30
1.00
var3
0.29
var16
0.26
var25
0.26
var6
0.12
self_service_platform
0.03
var40
0.01
var34
0.00
var33
0.00
var35
0.00
var39
0.00
var38
0.00
var36
0.00
var37
0.00

THESE FEATURES GIVE INFORMATION
ON var32:
var6
0.42
var3
0.34
var16
0.08
var25
0.08
self_service_platform
0.05
var34
0.01
var40
0.01
var36
0.00
var38
0.00
var39
0.00
var33
0.00
var35
0.00
var37
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var32
CORRELATION RATIO WITH...
var23
0.72
var21
0.71
var13
0.66
var1
0.58
var22
0.56
var14
0.54
var9
0.54
var12
0.47
var15
0.43
var24
0.42
var4
0.41
var11
0.40
var8
0.36
var7
0.35
var33
MISSING:
---
TOP CATEGORIES
var22
(avg)
other
17,790
91%
91,263
news_channel1
553
3%
90,960
news_channel2
419
2%
90,721
entertainment_channel1
387
2%
89,714
entertainment_channel2
329
2%
92,611
movie_channel1
165
1%
90,165
ALL
19,643
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var33
PROVIDES INFORMATION ON...
var30
1.00
var37
0.02
var34
0.01
var36
0.00
self_service_platform
0.00
var3
0.00
var32
0.00
var35
0.00
var38
0.00
var39
0.00
var6
0.00
var25
0.00
var40
0.00
var16
0.00

THESE FEATURES GIVE INFORMATION
ON var33:
var37
0.02
var34
0.02
var36
0.01
self_service_platform
0.01
var6
0.00
var3
0.00
var38
0.00
var32
0.00
var39
0.00
var40
0.00
var35
0.00
var25
0.00
var16
0.00
var30
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var33
CORRELATION RATIO WITH...
var21
0.05
var4
0.05
var2
0.04
var10
0.04
var26
0.03
var8
0.03
var23
0.03
var12
0.03
var11
0.03
var14
0.03
var15
0.03
var5
0.02
var29
0.02
var31
0.02
var34
MISSING:
---
TOP CATEGORIES
var22
(avg)
Never
6,957
35%
92,388
Pending
6,757
34%
89,833
Active
3,194
16%
91,330
Inactive
2,316
12%
91,924
Cancelled
419
2%
89,725
ALL
19,643
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var34
PROVIDES INFORMATION ON...
var30
1.00
var35
0.02
var33
0.02
var37
0.01
self_service_platform
0.01
var36
0.01
var32
0.01
var38
0.01
var3
0.00
var6
0.00
var40
0.00
var16
0.00
var25
0.00
var39
0.00

THESE FEATURES GIVE INFORMATION
ON var34:
var36
0.01
self_service_platform
0.01
var33
0.01
var38
0.00
var32
0.00
var6
0.00
var37
0.00
var35
0.00
var3
0.00
var40
0.00
var39
0.00
var16
0.00
var25
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var34
CORRELATION RATIO WITH...
var21
0.08
var1
0.06
var23
0.06
var4
0.06
var2
0.06
var10
0.05
var26
0.05
var8
0.05
var31
0.04
var12
0.04
var5
0.04
var14
0.03
var15
0.03
var11
0.03
var35
MISSING:
---
TOP CATEGORIES
var22
(avg)
Standard
18,569
95%
91,053
CreditCard
663
3%
93,986
Electronic Transfer
411
2%
94,572
ALL
19,643
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var35
PROVIDES INFORMATION ON...
var30
1.00
var34
0.00
var37
0.00
var36
0.00
var33
0.00
var32
0.00
var3
0.00
var6
0.00
self_service_platform
0.00
var39
0.00
var25
0.00
var40
0.00
var38
0.00
var16
0.00

THESE FEATURES GIVE INFORMATION
ON var35:
var34
0.02
var36
0.01
var6
0.00
var37
0.00
var32
0.00
self_service_platform
0.00
var33
0.00
var3
0.00
var39
0.00
var40
0.00
var38
0.00
var25
0.00
var16
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var35
CORRELATION RATIO WITH...
var2
0.02
var21
0.02
var22
0.02
var15
0.01
var11
0.01
var4
0.01
var14
0.01
var23
0.01
var8
0.01
var12
0.01
var13
0.01
var9
0.01
var29
0.01
var1
0.01
var36
MISSING:
328
(2%)
TOP CATEGORIES
var22
(avg)
Video/Internet
6,894
36%
91k
Video/Internet/Voice
6,417
33%
91k
Internet Only
4,104
21%
91k
Video Only
606
3%
92k
Internet/Voice
526
3%
92k
Video/Internet/Voice/Homesecurity
359
2%
92k
Video/Internet/Homesecurity
326
2%
95k
Internet/Homesecurity
39
0%
91k
Video/Voice
20
0%
113k
Internet/Voice/Homesecurity
12
0%
99k
Homesecurity Only
7
0%
105k
Voice Only
5
0%
108k
ALL
19,315
100%
91k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var36
PROVIDES INFORMATION ON...
var30
1.00
var33
0.01
var37
0.01
var34
0.01
var35
0.01
self_service_platform
0.01
var38
0.01
var32
0.00
var3
0.00
var16
0.00
var6
0.00
var39
0.00
var25
0.00
var40
0.00

THESE FEATURES GIVE INFORMATION
ON var36:
var34
0.01
self_service_platform
0.00
var33
0.00
var38
0.00
var37
0.00
var6
0.00
var35
0.00
var3
0.00
var32
0.00
var39
0.00
var40
0.00
var16
0.00
var25
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var36
CORRELATION RATIO WITH...
var2
0.06
var26
0.06
var10
0.05
var29
0.04
var27
0.04
var21
0.04
var4
0.04
var31
0.04
var11
0.03
var5
0.03
var14
0.03
var23
0.03
var1
0.03
var8
0.03
var37
MISSING:
1,304
(7%)
TOP CATEGORIES
var22
(avg)
N
18,069
99%
91,128
Y
270
1%
94,562
ALL
18,339
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var37
PROVIDES INFORMATION ON...
var30
1.00
var38
0.05
var33
0.02
var35
0.00
var34
0.00
var36
0.00
self_service_platform
0.00
var39
0.00
var3
0.00
var16
0.00
var32
0.00
var25
0.00
var6
0.00
var40
0.00

THESE FEATURES GIVE INFORMATION
ON var37:
var38
0.17
var33
0.02
var36
0.01
var34
0.01
self_service_platform
0.00
var35
0.00
var6
0.00
var3
0.00
var39
0.00
var32
0.00
var16
0.00
var25
0.00
var40
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var37
CORRELATION RATIO WITH...
var21
0.01
var23
0.01
var8
0.01
var29
0.01
var1
0.01
var10
0.01
var22
0.01
var2
0.01
var4
0.01
var27
0.01
var24
0.01
var13
0.01
var12
0.00
var28
0.00
var38
MISSING:
12,260
(62%)
TOP CATEGORIES
var22
(avg)
Agent
4,130
56%
90,804
Other
2,405
33%
91,515
Self Service
848
11%
87,211
ALL
7,383
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var38
PROVIDES INFORMATION ON...
var30
1.00
var37
0.17
var39
0.01
var36
0.00
var34
0.00
self_service_platform
0.00
var33
0.00
var32
0.00
var3
0.00
var40
0.00
var6
0.00
var25
0.00
var35
0.00
var16
0.00

THESE FEATURES GIVE INFORMATION
ON var38:
var37
0.05
var39
0.01
var36
0.01
var34
0.01
self_service_platform
0.00
var6
0.00
var32
0.00
var33
0.00
var3
0.00
var40
0.00
var35
0.00
var25
0.00
var16
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var38
CORRELATION RATIO WITH...
var21
0.04
var10
0.03
var8
0.03
var14
0.03
var23
0.03
var4
0.03
var26
0.02
var15
0.02
var22
0.02
var5
0.02
var1
0.02
var2
0.02
var9
0.01
var24
0.01
var39
MISSING:
1
(0%)
TOP CATEGORIES
var22
(avg)
Single Housing
13,999
71%
91k
Multi Housing
5,453
28%
91k
Exclude mapping
150
1%
95k
Other
25
0%
101k
Commercial
14
0%
116k
Single Housi
1
0%
54k
ALL
19,642
100%
91k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var39
PROVIDES INFORMATION ON...
var30
1.00
var40
0.06
var38
0.01
self_service_platform
0.00
var32
0.00
var33
0.00
var3
0.00
var35
0.00
var37
0.00
var6
0.00
var36
0.00
var25
0.00
var16
0.00
var34
0.00

THESE FEATURES GIVE INFORMATION
ON var39:
var40
0.06
var38
0.01
self_service_platform
0.00
var6
0.00
var32
0.00
var36
0.00
var3
0.00
var33
0.00
var34
0.00
var37
0.00
var35
0.00
var25
0.00
var16
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var39
CORRELATION RATIO WITH...
var21
0.03
var23
0.03
var4
0.03
var2
0.02
cust_id
0.02
var8
0.02
var1
0.02
var22
0.02
var12
0.02
var14
0.02
var10
0.02
var9
0.02
var11
0.02
var5
0.02
var40
MISSING:
1
(0%)
TOP CATEGORIES
var22
(avg)
N
11,180
57%
91,525
Y
8,462
43%
90,833
ALL
19,642
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
var40
PROVIDES INFORMATION ON...
var30
1.00
var39
0.06
var32
0.01
self_service_platform
0.01
var3
0.00
var25
0.00
var33
0.00
var34
0.00
var38
0.00
var36
0.00
var6
0.00
var16
0.00
var35
0.00
var37
0.00

THESE FEATURES GIVE INFORMATION
ON var40:
var39
0.06
self_service_platform
0.01
var32
0.01
var3
0.00
var34
0.00
var6
0.00
var36
0.00
var38
0.00
var33
0.00
var25
0.00
var35
0.00
var16
0.00
var37
0.00
var30
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
var40
CORRELATION RATIO WITH...
var21
0.07
var23
0.05
var4
0.05
var10
0.05
var14
0.04
var8
0.04
var2
0.04
var26
0.04
var12
0.03
var5
0.02
var1
0.02
var15
0.02
var11
0.02
var31
0.02
self_service_platform
MISSING:
1
(0%)
TOP CATEGORIES
var22
(avg)
Desktop
12,042
61%
93,818
Mobile App
3,653
19%
88,237
Mobile Web
3,110
16%
86,450
STB
837
4%
84,760
ALL
19,642
100%
91,225
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
self_service_platform
PROVIDES INFORMATION ON...
var30
1.00
var32
0.05
var3
0.02
var6
0.01
var33
0.01
var40
0.01
var34
0.01
var36
0.00
var38
0.00
var39
0.00
var37
0.00
var35
0.00
var16
0.00
var25
0.00

THESE FEATURES GIVE INFORMATION
ON self_service_platform:
var32
0.03
var6
0.02
var3
0.01
var34
0.01
var36
0.01
var40
0.01
var33
0.00
var38
0.00
var39
0.00
var37
0.00
var35
0.00
var16
0.00
var25
0.00
var30
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
self_service_platform
CORRELATION RATIO WITH...
var21
0.14
var1
0.12
var4
0.10
var10
0.10
var2
0.10
var23
0.09
var26
0.09
var8
0.08
var22
0.07
var14
0.06
var31
0.05
var12
0.05
var5
0.05
var15
0.04